Michael R. Kosorok

Michael R. Kosorok's AcademicInfluence.com Rankings

Michael R. Kosorok

Mathematics

#7142

World Rank

#9769

Historical Rank

#2022

USA Rank

Statistics

#774

World Rank

#862

Historical Rank

#174

USA Rank

mathematics Degrees

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Mathematics

Michael R. Kosorok's Degrees

PhD Biostatistics University of Washington
Masters Biostatistics University of Washington
Bachelors Mathematics University of Notre Dame

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Michael R. Kosorok's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Introduction to Empirical Processes and Semiparametric Inference (2008) (1110)
Early diagnosis of cystic fibrosis through neonatal screening prevents severe malnutrition and improves long-term growth. Wisconsin Cystic Fibrosis Neonatal Screening Study Group. (2001) (788)
Estimating Individualized Treatment Rules Using Outcome Weighted Learning (2012) (600)
Reproductive management of lactating dairy cows using synchronization of ovulation. (1997) (564)
Longitudinal development of mucoid Pseudomonas aeruginosa infection and lung disease progression in children with cystic fibrosis. (2005) (542)
Acceleration of lung disease in children with cystic fibrosis after Pseudomonas aeruginosa acquisition. (2001) (394)
Nutritional benefits of neonatal screening for cystic fibrosis. Wisconsin Cystic Fibrosis Neonatal Screening Study Group. (1997) (300)
Relationship between adolescent-parental communication and initiation of first intercourse by adolescents. (2001) (233)
Detection of gene pathways with predictive power for breast cancer prognosis (2010) (213)
Respiratory infections with Pseudomonas aeruginosa in children with cystic fibrosis: early detection by serology and assessment of risk factors. (2002) (206)
New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes (2015) (196)
Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer (2011) (187)
Reproducibility of a Scoring System for Computed Tomography Scanning in Cystic Fibrosis (2006) (175)
Growth status in children with cystic fibrosis based on the National Cystic Fibrosis Patient Registry data: evaluation of various criteria used to identify malnutrition. (1998) (170)
Evidence on improved outcomes with early diagnosis of cystic fibrosis through neonatal screening: enough is enough! (2005) (170)
Risk of persistent growth impairment after alternate-day prednisone treatment in children with cystic fibrosis. (2000) (169)
Residual Weighted Learning for Estimating Individualized Treatment Rules (2015) (161)
Cardiac Resynchronization Therapy Reduces the Risk of Hospitalizations in Patients With Advanced Heart Failure: Results From the Comparison of Medical Therapy, Pacing and Defibrillation in Heart Failure (COMPANION) Trial (2009) (160)
Bronchopulmonary disease in children with cystic fibrosis after early or delayed diagnosis. (2003) (149)
Relationships among specific viral pathogens, virus‐induced interleukin‐8, and respiratory symptoms in infancy (2002) (144)
Robust Inference for Univariate Proportional Hazards Frailty Regression Models (2004) (140)
Association between initial disease presentation, lung disease outcomes, and survival in patients with cystic fibrosis. (2004) (137)
Acquisition of Pseudomonas aeruginosa in children with cystic fibrosis. (1997) (126)
The incidence of cystic fibrosis. (1996) (125)
Newborn screening for cystic fibrosis in Wisconsin: comparison of biochemical and molecular methods. (1997) (123)
Cognitive function of children with cystic fibrosis: deleterious effect of early malnutrition. (2004) (118)
Restricted activity days among older adults. (1992) (118)
Doubly Robust Learning for Estimating Individualized Treatment with Censored Data. (2015) (115)
Nutritional Status of Patients With Cystic Fibrosis With Meconium Ileus: A Comparison With Patients Without Meconium Ileus and Diagnosed Early Through Neonatal Screening (2000) (114)
Robust semiparametric M-estimation and the weighted bootstrap (2005) (112)
Q-LEARNING WITH CENSORED DATA. (2012) (108)
Longitudinal evaluation of bronchopulmonary disease in children with cystic fibrosis (2003) (104)
Comprehensive analysis of risk factors for acquisition of Pseudomonas aeruginosa in young children with cystic fibrosis (1998) (104)
Genital human papillomavirus infection among male and female sex partners: prevalence and type-specific concordance. (1995) (94)
Comparison of growth status of patients with cystic fibrosis between the United States and Canada. (1999) (91)
Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning (2016) (88)
Effect of linoleic acid intake on growth of infants with cystic fibrosis. (1996) (86)
Preventing early, prolonged vitamin E deficiency: an opportunity for better cognitive outcomes via early diagnosis through neonatal screening. (2005) (86)
Marginal asymptotics for the “large $p$, small $n$” paradigm: With applications to microarray data (2005) (84)
Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine (2015) (84)
Penalized Q-Learning for Dynamic Treatment Regimens. (2011) (79)
Temper Tantrums in Young Children: 2. Tantrum Duration and Temporal Organization (2003) (78)
Reinforcement Learning Trees (2015) (77)
Identification of differential gene pathways with principal component analysis (2009) (73)
Precision Medicine. (2019) (72)
FURTHER DETAILS ON INFERENCE UNDER RIGHT CENSORING FOR TRANSFORMATION MODELS WITH A CHANGE-POINT BASED ON A COVARIATE THRESHOLD (2006) (70)
Bootstrapping the Grenander estimator (2008) (65)
Delayed diagnosis of US females with cystic fibrosis. (2002) (64)
Recursively Imputed Survival Trees (2012) (62)
Personalized Dose Finding Using Outcome Weighted Learning (2016) (62)
The Versatility of Function-Indexed Weighted Log-Rank Statistics (1999) (60)
Newborn screening for cystic fibrosis: a paradigm for public health genetics policy development. Proceedings of a 1997 workshop. (1997) (59)
On Brownian Distance Covariance and High Dimensional Data. (2009) (58)
Additive Risk Models for Survival Data with High‐Dimensional Covariates (2006) (56)
Wisconsin cystic fibrosis chest radiograph scoring system: Validation and standardization for application to longitudinal studies (2000) (55)
Penalized log-likelihood estimation for partly linear transformation models with current status data (2005) (55)
Temporal process regression (2004) (54)
Augmented outcome‐weighted learning for estimating optimal dynamic treatment regimens (2018) (51)
Simultaneous Inferences on the Contrast of Two Hazard Functions with Censored Observations (2002) (47)
A Controlled, Randomized, Double-Blind Trial of Prophylaxis Against Jaundice Among Breastfed Newborns (2005) (45)
Neonatal jaundice and diet. (1999) (45)
Association between mucoid Pseudomonas infection and bronchiectasis in children with cystic fibrosis. (2009) (45)
On semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome. (2009) (45)
Longitudinal pulmonary status of cystic fibrosis children with meconium ileus (2004) (43)
On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning (2015) (41)
Nonparametric Association Analysis of Bivariate Competing-Risks Data (2007) (41)
Bootstraps of sums of independent but not identically distributed stochastic processes (2003) (41)
Early Immune Response to the Components of the Type III System of Pseudomonas aeruginosa in Children with Cystic Fibrosis (2005) (40)
Stratification of the risk of bipolar disorder recurrences in pregnancy and postpartum (2018) (33)
Sample‐size formula for clustered survival data using weighted log‐rank statistics (2004) (33)
Pseudo Self‐Consistent Estimation of a Copula Model with Informative Censoring (2005) (32)
The effects of prescribed versus ad libitum feedings and formula caloric density on premature infant dietary intake and weight gain. (1999) (31)
Tree based weighted learning for estimating individualized treatment rules with censored data. (2017) (30)
Robust Hybrid Learning for Estimating Personalized Dynamic Treatment Regimens (2016) (30)
Cystic fibrosis mutations and genotype-pulmonary phenotype analysis. (2006) (29)
Biclustering with heterogeneous variance (2013) (29)
Data for cancer comparative effectiveness research (2012) (29)
Discussion of: Brownian distance covariance (2009) (29)
Estimating individualized treatment rules for ordinal treatments (2017) (29)
A framework for understanding cancer comparative effectiveness research data needs. (2012) (29)
General frequentist properties of the posterior profile distribution (2006) (28)
The Analysis of Longitudinal Ordinal Response Data in Continuous Time (1996) (28)
The optimal power puzzle: scrutiny of the monotone likelihood ratio assumption in multiple testing. (2013) (27)
Monte Carlo error estimation for multivariate Markov chains (2000) (27)
Two-sample quantile tests under general conditions (1999) (26)
Support Vector Regression for Right Censored Data (2012) (26)
The Profile Sampler (2005) (26)
Design and Analysis of Group Sequential Clinical Trials with Multiple Primary Endpoints (2004) (26)
A Sample Size Formula for the Supremum Log‐Rank Statistic (2005) (26)
Regional differences in the evolution of lung disease in children with cystic fibrosis (2012) (25)
Using surrogate failure time data to increase cost effectiveness in clinical trials (1993) (24)
Latent Supervised Learning (2013) (24)
Incorporating higher-order representative features improves prediction in network-based cancer prognosis analysis (2011) (23)
Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules (2018) (23)
Estimating heterogeneous treatment effects with right-censored data via causal survival forests (2020) (22)
Analysis of Time-to-Event Data With Incomplete Event Adjudication (2004) (22)
Using pilot data to size a two‐arm randomized trial to find a nearly optimal personalized treatment strategy (2016) (22)
Consistency of survival tree and forest models: splitting bias and correction (2017) (21)
The Time Course of Angry Behavior in the Temper Tantrums of Young Children a (1996) (21)
Comparison of caloric intake and weight outcomes of an ad lib feeding regimen for preterm infants in two nurseries. (2001) (19)
Robust Covariate‐Adjusted Log‐Rank Statistics and Corresponding Sample Size Formula for Recurrent Events Data (2008) (19)
Prospects and challenges for clinical decision support in the era of big data. (2018) (17)
Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomics (2019) (17)
FEATURE ELIMINATION IN KERNEL MACHINES IN MODERATELY HIGH DIMENSIONS. (2013) (17)
Nonparametric Association Analysis of Exchangeable Clustered Competing Risks Data (2009) (17)
A latent variable model for discrete multivariate psychometric waiting times (1999) (17)
Inverse Regression Estimation for Censored Data (2011) (17)
Simultaneous Critical Values For T-Tests In Very High Dimensions. (2011) (16)
Identification of Predictive Pathways for Non-Hodgkin Lymphoma Prognosis (2010) (16)
PrecISE: Precision Medicine in Severe Asthma An Adaptive Platform Trial with Biomarker Ascertainment. (2021) (16)
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks (2021) (14)
Comment on "Dynamic treatment regimes: technical challenges and applications" (2014) (14)
On Asymptotically Optimal Tests Under Loss of Identifiability in Semiparametric Models. (2009) (14)
Adaptive penalized M-estimation with current status data (2006) (14)
Adaptive Q-learning (2013) (13)
Goodness-of-fit test for nonparametric regression models: Smoothing spline ANOVA models as example (2018) (13)
Measurement of Serum Bilirubin in Newborn Infants: Common Clinical Laboratory Methods Versus High Performance Liquid Chromatography (HPLC) (1999) (13)
HIGHER ORDER SEMIPARAMETRIC FREQUENTIST INFERENCE WITH THE PROFILE SAMPLER (2006) (12)
Weighted NPMLE for the Subdistribution of a Competing Risk (2018) (12)
Comparison of Intraperitoneal and Subcutaneous Epoetin Alfa in Peritoneal Dialysis Patients a (1999) (12)
Likelihood based inference for current status data on a grid: A boundary phenomenon and an adaptive inference procedure (2012) (12)
Multithreshold change plane model: Estimation theory and applications in subgroup identification (2018) (12)
Detecting Disease Outbreaks Using Local Spatiotemporal Methods (2011) (11)
The penalized profile sampler (2007) (11)
Subhourly wind forecasting techniques for wind turbine operations (1984) (11)
Causal nearest neighbor rules for optimal treatment regimes (2017) (11)
On consistency of the monotone MLE of survival for left truncated and interval-censored data (1998) (10)
Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight‐Loss Treatments for Overweight and Obese Adults With Knee Osteoarthritis: Data From a Single‐Center Randomized Trial (2020) (10)
ASYMPTOTICS FOR CHANGE-POINT MODELS UNDER VARYING DEGREES OF MIS-SPECIFICATION. (2014) (9)
Missing Data Imputation for Classification Problems (2020) (9)
The precision interventions for severe and/or exacerbation-prone asthma (PrecISE) adaptive platform trial: statistical considerations (2020) (9)
Robust Semiparametric Microarray Normalization and Significance Analysis (2006) (9)
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes (2022) (9)
Longitudinal phenotypes of type 1 diabetes in youth based on weight and glycemia and their association with complications. (2019) (8)
Differential gene regulatory pattern in the human brain from schizophrenia using transcriptomic-causal network (2020) (8)
AI Estimation of Gestational Age from Blind Ultrasound Sweeps in Low-Resource Settings. (2022) (8)
Kernel Assisted Learning for Personalized Dose Finding (2020) (8)
The Change-Plane Cox Model. (2018) (8)
Functional inference in semiparametric models using the piggyback bootstrap (2005) (7)
Double Sparsity Kernel Learning with Automatic Variable Selection and Data Extraction. (2017) (7)
Augmented Outcome-weighted Learning for Optimal Treatment Regimes (2017) (7)
Longitudinal changes and regional variation of incident infection rates at cystic fibrosis centers, United States 2010-2016. (2021) (7)
Some asymptotic results of survival tree and forest models (2017) (7)
Introduction to Empirical Processes (2008) (7)
Cystic fibrosis program characteristics associated with adoption of 2013 infection prevention and control recommendations. (2019) (7)
Characterizing the weight-glycemia phenotypes of type 1 diabetes in youth and young adulthood (2020) (7)
Masking Unmasked in the Proportional Hazards Model (2000) (7)
Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion (2020) (6)
Testing Independence with the Binary Expansion Randomized Ensemble Test (2019) (6)
The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study. (2021) (6)
Pharmacokinetics of intraperitoneal epoetin alfa in patients on peritoneal dialysis using an 8-hour "dry dwell" dosing technique. (1999) (6)
Development and validation of multivariable prediction models for adverse COVID-19 outcomes in patients with IBD (2021) (6)
Surveying Cystic Fibrosis Care Centers to Assess Adoption of Infection Prevention and Control Recommendations (2018) (5)
Correction: Discussion of Brownian distance covariance (2013) (5)
Introduction to Semiparametric Inference (2008) (5)
Biclustering via sparse clustering (2014) (5)
Hypertrophic Burn Scar Research: From Quantitative Assessment to Designing Clinical Sequential Multiple Assignment Randomized Trials. (2017) (5)
What's So Special About Semiparametric Methods? (2009) (5)
An extended proportional hazards model for interval-censored data subject to instantaneous failures (2019) (5)
Design of the advancing care for type 1 diabetes and obesity network energy metabolism and sequential multiple assignment randomized trial nutrition pilot studies: An integrated approach to develop weight management solutions for individuals with type 1 diabetes. (2022) (5)
Developing Adaptive Personalized Therapy for Cystic Fibrosis using Reinforcement Learning (2012) (5)
Empirical Process Methods (2008) (5)
Receiver operating characteristic curves and confidence bands for support vector machines (2018) (5)
A general class of function-indexed nonparametric tests for survival analysis (1999) (5)
LIBERTI: A SMART study in plastic surgery (2018) (5)
Introduction to the Theory and Methods Special Issue on Precision Medicine and Individualized Policy Discovery (2021) (4)
High-Dimensional Precision Medicine From Patient-Derived Xenografts (2019) (4)
What We Want versus What We Can Get: A Closer Look at Failure Time Endpoints for Cardiovascular Studies (2008) (4)
Semiparametric M-Estimation (2008) (4)
Measurement of Serum Bilirubin in Newborn Infants: Common Clinical Laboratory Methods versus High Performance Liquid Chromatography (HPLC)† 1522 (1998) (4)
Sample Size Calculations for SMARTs (2019) (4)
Data for Cancer Comparative Effectiveness Research: Past, Present, and Future Potential (2012) (4)
Development and validation of multivariable prediction models for adverse COVID-19 outcomes in IBD patients (2021) (4)
Interval Censored Recursive Forests (2019) (4)
Discussion of combining biomarkers to optimize patient treatment recommendations (2014) (4)
Identification of clinically relevant dysglycemia phenotypes based on continuous glucose monitoring data from youth with type 1 diabetes and elevated hemoglobin A1c (2019) (4)
The future of precision health is data‐driven decision support (2020) (4)
Nonconvex Optimization (2022) (4)
Exact simultaneous confidence bands for a collection of univariate polynomials in regression analysis. (1999) (3)
Dietary intake on days with and without hypoglycemia in youth with type 1 diabetes: The Flexible Lifestyle Empowering Change trial (2020) (3)
The Functional Delta Method (2008) (3)
An Algorithm for Robust Inference for the Cox Model with Frailties (2000) (3)
Sizing a phase II trial to find a nearly optimal personalized treatment strategy (2014) (3)
A proportional hazards model for interval-censored data subject to instantaneous failures (2018) (3)
AN EMPIRICAL METHOD OF COMPARING RISKS USING STOCHASTIC DOMINANCE (1989) (3)
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data (2016) (3)
On the Use of Optimal Transportation Theory to Recode Variables and Application to Database Merging (2019) (3)
An Exponential Bound for Cox Regression. (2012) (2)
Barriers implementing infection prevention and control experienced by healthcare workers, people with CF and parents. (2021) (2)
Statistical Monitoring of Clinical Trials Using Brownian Bridges (2016) (2)
Research Methods for Clinical Trials in Personalized Medicine: A Systematic Review (2012) (2)
A unified nonparametric fiducial approach to interval-censored data (2021) (2)
Precision Medicine Enables More TNM-Like Staging in Patients With Chronic Limb Threatening Ischemia (2021) (2)
Multistate recursively imputed survival trees for time-to-event data analysis: an application to AIDS and mortality post-HIV infection data (2018) (2)
Assessment of a Precision Medicine Analysis of a Behavioral Counseling Strategy to Improve Adherence to Diabetes Self-management Among Youth (2019) (2)
Cardiac Resynchronization Therapy Reduces the Risk of Hospitalizations in Patients With Advanced Heart Failure (2009) (2)
On the Local and Stratified Likelihood Approaches in Single-Index Hazards Model (2013) (2)
The Effects of State Psychiatric Hospital Waitlist Policies on Length of Stay and Time to Readmission (2015) (2)
Study design with staggered sampling times for evaluating sustained unresponsiveness to peanut sublingual immunotherapy (2018) (2)
Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring (2020) (2)
Gene expression Identification of differential gene pathways with principal component analysis (2009) (2)
Neural interval-censored Cox regression with feature selection (2022) (2)
Asymptotic Theory for the Gamma Frailty Model with Dependent Censoring (2002) (2)
On global consistency of a bivariate survival estimator under univariate censoring (2002) (2)
Feature Elimination in Support Vector Machines and Empirical Risk Minimization (2015) (2)
Feature Elimination in Empirical Risk Minimization and Support Vector Machines (2013) (2)
Deep learning to estimate gestational age from blind ultrasound sweeps of the gravid abdomen (2021) (2)
Balanced Policy Evaluation and Learning for Right Censored Data. (2019) (2)
The Binary Expansion Randomized Ensemble Test (BERET). (2019) (1)
Comment on "Adaptive Confidence Intervals for the Test Error in Classification" (2011) (1)
Impact of gonadectomy on maturational changes in brain volume in adolescent macaques (2020) (1)
A Master Pipeline for Discovery and Validation of Biomarkers (2016) (1)
Acceleration of lung disease in children with cystic fibrosis after Pseudomonas aeruginosa acquisition (2001) (1)
Latent Supervised Learning for Estimating Treatment Effect Heterogeneity (2014) (1)
Discussion of ‘Estimating time-varying causal excursion effects in mobile health with binary outcomes’ (2021) (1)
Weight management in young adults with type 1 diabetes: The advancing care for type 1 diabetes and obesity network sequential multiple assignment randomized trial pilot results (2022) (1)
632 Frequency and etiology of respiratory tract illnesses in infants with a maternal history of allergies and/or asthma (2000) (1)
455 Comparison of mononuclear cell interferon-gamma (IFN-γ) production in atopic/asthmatic parents with their newborn infants (2000) (1)
Early nutritional intervention in infants with CF (1999) (1)
914-P: The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity (2021) (1)
Cystic fibrosis , are we missing in India ? (2012) (1)
Additional Empirical Process Results (2008) (1)
General regression model for the subdistribution of a competing risk under left-truncation and right-censoring. (2020) (1)
A machine learning approach to precision medicine to determine optimal treatments for overweight and obese adults with knee osteoarthritis (2019) (1)
Regularized Weighted Nonparametric Likelihood Approach for High-Dimension Sparse Subdistribution Hazards Model for Competing Risk Data (2021) (1)
Discussion of Multiscale Fisher's Independence Test for Multivariate Dependence (2022) (1)
Estimation and Optimization of Composite Outcomes (2017) (1)
Precision medicine-based machine learning analyses to explore optimal exercise therapies for individuals with knee osteoarthritis (2021) (1)
Predicting Risk of Multidrug-Resistant Enterobacterales Infections Among People With HIV (2022) (1)
Medical Records-Based Postmarketing Safety Evaluation of Rare Events with Uncertain Status (2013) (1)
From classical mendelian randomization to causal networks for systematic integration of multi-omics (2022) (1)
Bootstrapping Empirical Processes (2008) (1)
Dynamic treatment regime characterization via value function surrogate with an application to partial compliance (2022) (1)
Transcriptomic Causal Networks identified patterns of differential gene regulation in human brain from Schizophrenia cases versus controls (2019) (1)
Resolving the tail instability in weighted log-rank statistics for clustered survival data (2006) (0)
An Overview of Empirical Processes (2008) (0)
Efficient estimation of accelerated lifetime models under length-biased sampling (2019) (0)
A Monte Carlo Method for Obtaining the Null Distribution of Function (2003) (0)
Year Paper Reinforcement Learning Design for Cancer Clinical Trials (2013) (0)
Comment (1946) (0)
University of Pennsylvania 6th annual conference on statistical issues in clinical trials: Dynamic treatment regimes (morning session) (2014) (0)
Nutrition and jaundice (1999) (0)
Semiparametric Models and Efficiency (2008) (0)
ELIMINATION IN KERNEL MACHINES IN MODERATELY HIGH DIMENSIONS By (2017) (0)
Design and Analysis Methods for Developing Personalized Treatment Rules (2021) (0)
Amendments and Corrections‘Two‐sample quantile tests under general conditions’ (2001) (0)
Estimating individualized treatment regimes from crossover designs (2019) (0)
On the Local and Stratified Likelihood Approaches in Single-Index Hazards Model (2013) (0)
362 Group Model Building to characterize the experiences of older adults with type 1 diabetes (T1D) with continuous glucose monitoring (CGM) therapy and uncover suboptimal response patterns (2022) (0)
Comment: Models as Approximations. (2019) (0)
Comment (2011) (0)
559-P: The Advancing Care for T1D Obesity Network (ACT1ON) Sequential Multiple Assignment Randomized Trial Pilot Results for Effect on Weight and Glycemia (2022) (0)
Rejoinder on Discussion of: What's So Special About Semiparametric Methods? (2009) (0)
Abstract 1600: Cardiac Resynchronization Therapy Reduces the Risk of Hospitalizations in Patients with Advanced Heart Failure - Results From the COMPANION Trial (2007) (0)
The Binary Expansion Randomized Ensemble Test (2021) (0)
Analysis of a Machine Learning–Based Risk Stratification Scheme for Chronic Limb-Threatening Ischemia (2022) (0)
Randomized Neonatal Screening for Cystic Fibrosis (CF) Reveals Significant Nutritional Benefits over 11 Years (1999) (0)
Comment (2007) (0)
In and out of the nucleus: CNN based segmentation of cell nuclei from images of a translocating sensor (2019) (0)
Stabilized direct learning for efficient estimation of individualized treatment rules. (2021) (0)
592-P: Living with Type 1 Diabetes (T1DM) as an Older Adult: A Qualitative Study Examining Experiences and Attitudes about Continuous Glucose Monitoring (CGM) (2022) (0)
Beyond Two Cultures: Cultural Infrastructure for Data-driven Decision Support. (2021) (0)
Case Studies (2016) (0)
Interval Censored Recursive Forests [R package icrf version 1.0.0] (2020) (0)
Preliminaries for Empirical Processes (2008) (0)
Latent Supervised Learning for Survival Data (2013) (0)
Technical Background for "A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis" (2020) (0)
Correlates of Hypoglycemia among Youth with Type 1 Diabetes (T1D) and Suboptimal Glycemic Control (2018) (0)
Comment: Diagnostics and Kernel-based Extensions for Linear Mixed Effects Models with Endogenous Covariates (2020) (0)
Abuse of Casein Hydrolysate Formulas for Treating Infants With Severe Hyperbilirubinemia: In Reply (2006) (0)
Comment (2005) (0)
Efficient Inference for Infinite-Dimensional Parameters (2008) (0)
Semiparametric Maximum-Likelihood Inference in Survival Analysis (2007) (0)
Preliminaries for Semiparametric Inference (2008) (0)
Medical Records-Based Postmarketing Safety Evaluation of Rare Events with Uncertain Status (2013) (0)
Fr491 MULTIVARIABLE PREDICTION MODELS FOR HOSPITALIZATION, VENTILATION, AND DEATH FROM COVID-19 IN IBD PATIENTS (2021) (0)
The Gut Microbiota and Short-Chain Fatty Acids in Association With Glycemia and Adiposity in Young Adults With Type 1 Diabetes: The ACT1ON Ancillary Gut Microbiome Pilot Study (2022) (0)
In reply [2] (2006) (0)
Among Breastfed Newborns A Controlled, Randomized, Double-Blind Trial of Prophylaxis Against Jaundice (2013) (0)
Overview of Semiparametric Inference (2008) (0)
THE INTERACTIVE DECISION COMMITTEE FOR CHEMICAL TOXICITY ANALYSIS. (2012) (0)
Principal Components Analysis for Right Censored Data (2021) (0)
32-OR: The Advancing Care for T1D Obesity Network (ACT1ON) Sequential Multiple Assignment Randomized Trial Pilot Re-randomization Results (2022) (0)
ANTIMICROBIAL-RESISTANT ENTEROBACTERALES IN PEOPLE WITH HIV IN THE UNC HEALTH SYSTEM, 2000-2018 (2021) (0)
467 Association between cystic fibrosis center characteristics and adherence to cystic fibrosis care guidelines and P. aeruginosa incidence infection (2022) (0)
Risk-Adjusted Incidence Modeling on Hierarchical Survival Data with Recurrent Events (2022) (0)
Case Studies II (2008) (0)
Focusing on optimality for the translation of precision medicine (2022) (0)
The University of North Carolina at Chapel Hill Department of Biostatistics (2012) (0)
Limiting adverse birth outcomes in resource-limited settings (LABOR): protocol of a prospective intrapartum cohort study (2019) (0)
Functional Individualized Treatment Regimes with Imaging Features (2023) (0)
Predicting risk-adjusted incidence rates of methicillin-resistant Staphylococcus Aureus and Pseudomonas Aeruginosa in cystic fibrosis programs in the United States. (2022) (0)
Efficient and robust approaches for analysis of SMARTs: Illustration using the ADAPT‐R trial (2022) (0)
Limiting adverse birth outcomes in resource-limited settings (LABOR): protocol of a prospective intrapartum cohort study. (2022) (0)
Individualized interventions and precision health: Lessons learned from a systematic review and implications for analytics‐driven geriatric research (2022) (0)
Identiﬁcation of differential gene pathways with principal component analysis (2009) (0)
A Robust Hypothesis Test for Tree Ensemble Pruning (2023) (0)
Feasibility and Acceptability of Wearable Sensor Placement for Measuring Screen Time of Children (2022) (0)
Statistics, philosophy, and health: the SMAC 2021 webconference (2022) (0)
Associations of Diet With the Intestinal Microbiota and Short-Chain Fatty Acids Among Young Adults With Type 1 Diabetes: The ACT1ON Ancillary Gut Microbiome Pilot Study (2022) (0)
Supplementary File for Reinforcement Learning Trees (2015) (0)
Genome analysis and pleiotropy assessment using causal networks with loss of function mutation and metabolomics (2019) (0)
Associations of Dietary Intake with the Intestinal Microbiota and Short-Chain Fatty Acids Among Young Adults with Type 1 Diabetes and Overweight or Obesity. (2022) (0)
An extended proportional hazards model for interval-censored data subject to instantaneous failures (2019) (0)
Open-label study of the efficacy, safety and durability of peanut sublingual immunotherapy in peanut-allergic children. (2023) (0)
Inference for change-plane regression (2022) (0)
Associations of disordered eating with the intestinal microbiota and short-chain fatty acids among young adults with type 1 diabetes. (2022) (0)
The Intestinal Microbiota and Short-Chain Fatty Acids in Association with Advanced Metrics of Glycemia and Adiposity Among Young Adults with Type 1 Diabetes and Overweight or Obesity (2022) (0)
Estimation of a Machine Learning-Based Decision Rule to Reduce Hypoglycemia Among Older Adults With Type 1 Diabetes: A Post Hoc Analysis of Continuous Glucose Monitoring in the WISDM Study. (2023) (0)
Change plane model averaging for subgroup identification (2023) (0)
Efficient and robust approaches for analysis of sequential multiple assignment randomized trials: Illustration using the ADAPT-R trial. (2022) (0)
Differential gene regulatory pattern in the human brain from schizophrenia using transcriptomic-causal network (2020) (0)
Model selection for survival individualized treatment rules using the jackknife estimator (2022) (0)
Efficiency of naive estimators for accelerated failure time models under length‐biased sampling (2021) (0)
Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease". (2018) (0)

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